Doddipatla Sesha Sahithi

The paper introduces GuardPhish, a large-scale dataset and evaluation framework, demonstrating that even high-performing open-source LLMs can generate actionable phishing content despite accurate intent classification, necessitating the use of modular pre-generation filters.